Roman A. Sizyakin

According to our database, Roman A. Sizyakin authored at least 10 papers between 2014 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Virtual restoration of paintings using adaptive adversarial neural network.

Roman A. Sizyakin, Viacheslav V. Voronin, Alexander A. Zelensky, Aleksandra Pizurica

J. Electronic Imaging, 2022

2021

Virtual restoration of paintings based on deep learning.

Roman A. Sizyakin, Viacheslav V. Voronin, Aleksandra Pizurica

Proceedings of the Fourteenth International Conference on Machine Vision, 2021

2020

Crack Detection in Paintings Using Convolutional Neural Networks.

Roman A. Sizyakin, Bruno Cornelis, Laurens Meeus, Hélène Dubois, Maximiliaan Martens, Viacheslav V. Voronin, Aleksandra Pizurica

IEEE Access, 2020

A Deep Learning-Based Approach for Defect Detection and Removing on Archival Photos.

Roman A. Sizyakin, Viacheslav V. Voronin, Nikolay V. Gapon, Alexander A. Zelensky, Aleksandra Pizurica

Proceedings of the Image Processing: Algorithms and Systems XVIII, 2020

2019

Automated visual inspection algorithm for the reflection detection and removing in image sequences.

Roman A. Sizyakin, Viacheslav V. Voronin, Nikolay V. Gapon, Alexey B. Nadykto, Aleksandra Pizurica, Alexander A. Zelensky

Proceedings of the Twelfth International Conference on Machine Vision, 2019

Depth-map inpainting using learned patch-based propagation.

Nikolay V. Gapon, Viacheslav V. Voronin, Roman A. Sizyakin, Marina Zhdanova, Alexander A. Zelensky

Proceedings of the Twelfth International Conference on Machine Vision, 2019

2018

A blotch detection method for archive video restoration using a neural network.

Roman A. Sizyakin, Viacheslav V. Voronin, Nikolay V. Gapon, Marina Pismenskova, Alexey B. Nadykto

Proceedings of the Eleventh International Conference on Machine Vision, 2018

Video block error recovery using modified patch-based inpainting.

Nikolay V. Gapon, Viacheslav V. Voronin, Roman A. Sizyakin, Marina Pismenskova, Alexey B. Nadykto

Proceedings of the Eleventh International Conference on Machine Vision, 2018

2016

Video inpainting of complex scenes based on local statistical model.

Viacheslav V. Voronin, Roman A. Sizyakin, Vladimir I. Marchuk, Yigang Cen, G. G. Galustov, Karen O. Egiazarian

Proceedings of the Image Processing: Algorithms and Systems XIV, 2016

2014

Exemplar-based inpainting using local binary patterns.

Viacheslav V. Voronin, Vladimir I. Marchuk, Nikolay V. Gapon, Roman A. Sizyakin, Alexander I. Sherstobitov, Karen O. Egiazarian

Proceedings of the Image Processing: Algorithms and Systems XII, 2014